{"id":"W2327248001","doi":"10.1517/14740338.2011.579900","title":"Safe use of long-acting β-agonists: what have we learnt?","year":2011,"lang":"en","type":"review","venue":"Expert Opinion on Drug Safety","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Asthma; Adverse effect; Inhaled corticosteroids; Intensive care medicine; B2 receptor; Lung function; Bronchodilator Agents; Fluticasone propionate; Bronchodilator; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002772539,0.0007615787,0.002520741,0.000326716,0.0001854222,0.00006996628,0.0002953093,0.0004713529,0.0009155889],"category_scores_gemma":[0.0002661281,0.0005496672,0.001264386,0.0002324646,0.0002224903,0.0004008994,0.0001642689,0.0007114008,0.0003046597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580879,"about_ca_system_score_gemma":0.0006460409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005632392,"about_ca_topic_score_gemma":0.0000040816,"domain_scores_codex":[0.9965634,0.0004299824,0.001294518,0.0007912811,0.0004530405,0.0004677956],"domain_scores_gemma":[0.9969366,0.0004843319,0.0008580906,0.001142873,0.0001520445,0.0004260531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002175404,0.000345497,0.00001409837,0.00579192,0.00019134,0.00005069679,0.0005680503,8.28063e-7,4.129892e-7,0.0001197859,0.00559825,0.9871016],"study_design_scores_gemma":[0.0005279551,0.0001829781,0.00003242682,0.06723399,0.00009065602,0.00005147827,0.0006611615,0.000003466539,0.00001697252,0.000001924703,0.9307284,0.0004686019],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001892089,0.9937885,0.00005965164,0.0002855044,0.001968379,0.001123818,0.00006290394,0.0001041531,0.002605185],"genre_scores_gemma":[0.00001531152,0.9946383,0.0002044659,0.0004518963,0.00115506,0.00007988149,0.0004012769,0.0001630866,0.002890765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.986633,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235815968052371,"score_gpt":0.3819159071152285,"score_spread":0.2583343103099914,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}